Publications

Publication date: January 3, 2021

Deep Interactive Thin Object Selection

WACV 2021

Jun Hao Liew, Scott Cohen, Brian Price, Long Mai, Jiashi Feng
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 1, 2021

Neural Architecture Search for Deep Image Prior

Elsevier Computers & Graphics (CAG)

Kary Ho, Andrew Gilbert, Hailin Jin, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: January 1, 2021

Compositional Sketch Search

International Conference on Image Processing (ICIP)

Alexander Black, Tu Bui, Long Mai, Hailin Jin, John Collomosse
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: December 16, 2020

Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation

IEEE Access

Yanghoon Kim, Seungpil Won, David Seunghyun Yoon, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 15, 2020

Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation

The 13th International Conference on Natural Language Generation (INLG 2020)

Emily Saldanha, Aparna Garimella, Svitlana Volkova
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 13, 2020

SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus

SemEval 2020

Sasha Spala, Nicholas Miller, Franck Dernoncourt, Carl Dockhorn
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 13, 2020

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media

SemEval 2020

Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 13, 2020

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation

COLING 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 13, 2020

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering

COLING 2020

Quan Hung Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 12, 2020

Constraint Sampling Reinforcement Learning for Recommendation Systems

Challenges of Real-World RL, NeurIPS 2020 Workshop

Tong Mu, Georgios Theocharous, David Arbour
  • Adobe Research icon AI & Machine Learning

Publication date: December 11, 2020

Audio-Based Music Structure Analysis: Current Trends, Open Challenges, and Applications

Transactions of the International Society for Music Information Retrieval (TISMIR)

Oriol Nieto, Gautham Mysore, Cheng-i Wang, Jordan B. L. Smith, Jan Schlüter, Thomas Grill, Brian McFee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: December 8, 2020

“Judge me by my size (noun), do you?” YodaLib: A Demographic-Aware Humor Generation Framework

The 28th International Conference on Computational Linguistics (COLING 2020)

Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 7, 2020

A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion

AACL-IJCNLP 2020

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 6, 2020

Towards Safe Policy Improvement for Non-Stationary MDPs

Neural Information Processing Systems (NeurIPS 2020)

Yash Chandak, Scott Jordan, Georgios Theocharous, Martha White, Philip S. Thomas
Spotlight
  • Adobe Research icon AI & Machine Learning

Publication date: December 6, 2020

Few-shot Image Generation via Self-adaptation

Neurips 2020

Yijun Li, Richard Zhang, Jingwan (Cynthia) Lu, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 6, 2020

Swapping Autoencoder for Deep Image Manipulation

Neurips 2020

Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan (Cynthia) Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 6, 2020

Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data

Conference on Neural Information Processing Systems (NeurIPS)

Utkarsh Ojha, Krishna Kumar Singh, Cho-Jui Hsieh, Yong Jae Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 4, 2020

A Benchmark and Baseline for Language-Driven Image Editing

ACCV 2020

Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: December 4, 2020

DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation Spaces

SIGGRAPH Asia

Minhyuk Sung, Zhenyu Jiang, Panos Achlioptas, Niloy J. Mitra, Leonidas J. Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 4, 2020

Spherical Light Integration over Spherical Caps via Spherical Harmonics

SIGGRAPH Asia 2020 Technical Communications

Zihong Zhou, Li-Yi Wei
  • Adobe Research icon Graphics (2D & 3D)
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